Sushumna S Pradeep

@inproceedings{DBLP:conf/bigdataservice/ChaAA15,

title = {Towards a 'Big' Health Data Analytics Platform},

author = {Sangwhan Cha and Ashraf Abusharekh and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1109/BigDataService.2015.13},

doi = {10.1109/BigDataService.2015.13},

isbn = {978-1-4799-8128-1},

year  = {2015},

date = {2015-04-02},

booktitle = {First IEEE International Conference on Big Data Computing Service and Applications, BigDataService, Redwood City, CA, USA},

pages = {233--241},

publisher = {IEEE Press},

keywords = {Big Data, Data Mining, Decision Support, Health Data Analytics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ic3k/DaniyalAAWA10,

title = {A Knowledge-centric e-Research Platform for Marine Life and Oceanographic Research},

author = {Ali Daniyal and Samina Raza Abidi and Ashraf Abusharekh and Mei Kuan Wong and Syed Sibte Raza Abidi},

year  = {2010},

date = {2010-01-01},

booktitle = {International Conference on Knowledge Management and Information Sharing, Valencia, Spain, October 25-28, 2010},

pages = {363--366},

crossref = {DBLP:conf/ic3k/2010kmis},

keywords = {Data Mining, E-Science, Knowledge Management, Oceanography},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Abidi:StudHealthTechnolInform:2007,

title = {Automated Interpretation of Optic Nerve Images: A Data Mining Framework for Glaucoma Diagnostic Support.},

author = {Syed Sibte Raza Abidi and Paul Habib Artes and Sanjan Yun and Jin Yu},

issn = {0926-9630},

year  = {2007},

date = {2007-01-01},

booktitle = {Stud Health Technol Inform},

volume = {129},

number = {Pt 2},

pages = {1309-13},

address = {Netherlands},

abstract = {Confocal Scanning Laser Tomography (CSLT) techniques capture high-quality images of the optic disc (the retinal region where the optic nerve exits the eye) that are used in the diagnosis and monitoring of glaucoma. We present a hybrid framework, combining image processing and data mining methods, to support the interpretation of CSLT optic nerve images. Our framework features (a) Zernike moment methods to derive shape information from optic disc images; (b) classification of optic disc images, based on shape information, to distinguish between healthy and glaucomatous optic discs. We apply Multi Layer Perceptrons, Support Vector Machines and Bayesian Networks for feature sub-set selection and image classification; and (c) clustering of optic disc images, based on shape information, using Self-Organizing Maps to visualize sub-types of glaucomatous optic disc damage. Our framework offers an automated and objective analysis of optic nerve images that can potentially support both diagnosis and monitoring of glaucoma.},

keywords = {Classification, Clustering, Data Mining, Decision Support Systems, Optic Nerve},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jiang2006clusters,

title = {From Clusters to Rules: A Hybrid Framework for Generalized Symbolic Rule Induction},

author = {Qingshuang Jiang and Syed Sibte Raza Abidi},

year  = {2006},

date = {2006-01-01},

booktitle = {Advances in Machine Learning and Cybernetics},

pages = {219-228},

publisher = {Springer},

keywords = {Data Mining, Health Data Analytics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cbms/YuAAMH05,

title = {Automated Optic Nerve Analysis for Diagnostic Support in Glaucoma},

author = {Jin Yu and Syed Sibte Raza Abidi and Paul Habib Artes and Andrew R. McIntyre and Malcolm I. Heywood},

url = {http://dx.doi.org/10.1109/CBMS.2005.36},

year  = {2005},

date = {2005-01-01},

booktitle = {18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 23-24 June 2005, Dublin, Ireland},

pages = {97--102},

crossref = {DBLP:conf/cbms/2005},

keywords = {Classification, Clustering, Data Mining, Decision Support Systems, Glaucoma, Health Data Analytics, Optic Nerve},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icmlc/JiangA05,

title = {From Clusters to Rules: A Hybrid Framework for Generalized Symbolic Rule Induction},

author = {Qingshuang Jiang and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1007/11739685_23},

year  = {2005},

date = {2005-01-01},

booktitle = {Advances in Machine Learning and Cybernetics, 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers},

pages = {219--228},

crossref = {DBLP:conf/icmlc/2005},

keywords = {Data Mining, Health Data Analytics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/crv/McIntyreHAA04,

title = {Toward Glaucoma Classification with Moment Methods},

author = {Andrew R. McIntyre and Malcolm I. Heywood and Paul Habib Artes and Syed Sibte Raza Abidi},

url = {http://doi.ieeecomputersociety.org/10.1109/CCCRV.2004.1301454},

year  = {2004},

date = {2004-01-01},

booktitle = {1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, London, Ontario, Canada},

pages = {265--272},

crossref = {DBLP:conf/crv/2004},

keywords = {Data Mining, Glaucoma, Health Data Analytics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cbms/AbidiH02,

title = {Symbolic Exposition of Medical Data-Sets: A Data Mining Workbench to Inductively Derive Data-Defining Symbolic Rules},

author = {Syed Sibte Raza Abidi and Kok Meng Hoe},

url = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2002.1011365},

year  = {2002},

date = {2002-01-01},

booktitle = {15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 4-7 June 2002, Maribor, Slovenia},

pages = {123--128},

crossref = {DBLP:conf/cbms/2002},

keywords = {Data Mining, Health Data Analytics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ida/AbidiHG01,

title = {Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules},

author = {Syed Sibte Raza Abidi and Kok Meng Hoe and Alwyn Goh},

url = {http://dx.doi.org/10.1007/3-540-44816-0_25},

year  = {2001},

date = {2001-01-01},

booktitle = {Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings},

pages = {248--257},

crossref = {DBLP:conf/ida/2001},

keywords = {Clustering, Data Mining, Health Data Analytics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icai/OngA99,

title = {Data Mining Using Self-Organizing Kohonen Maps: A Technique for Effective Data Clustering & Visualization},

author = {Jason Ong and Syed Sibte Raza Abidi},

year  = {1999},

date = {1999-01-01},

booktitle = {Proceedings of the International Conference on Artificial Intelligence, IC-AI '99, June 28 - July 1, 1999, Las Vegas, Nevada, USA, Volume 1},

pages = {261--264},

crossref = {DBLP:conf/icai/1999-1},

keywords = {Clustering, Data Mining},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pricai/AbidiG98,

title = {Applying Knowledge Discovery to Predict Infectious Disease Epidemics},

author = {Syed Sibte Raza Abidi and Alwyn Goh},

url = {http://dx.doi.org/10.1007/BFb0095267},

year  = {1998},

date = {1998-01-01},

booktitle = {PRICAI'98, Topics in Artificial Intelligence, 5th Pacific Rim International Conference on Artificial Intelligence, Singapore, November 22-27, 1998, Proceedings},

pages = {170--181},

crossref = {DBLP:conf/pricai/1998},

keywords = {Clinical Decision Support Systems, Data Mining, Health Data Analytics, Knowledge Based Systems},

pubstate = {published},

tppubtype = {inproceedings}

}